You can access the Meta Ad Library Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "urls": [],
10    "searchTerm": "",
11    "country": "ALL",
12    "adType": "ALL",
13    "activeStatus": "ALL",
14    "maxItems": 100,
15    "maxScrolls": 20,
16    "scrollDelay": 2000,
17    "enrichPages": False,
18}
19
20# Run the Actor and wait for it to finish
21run = client.actor("admo-solutions/meta-ads-library-scraper").call(run_input=run_input)
22
23# Fetch and print Actor results from the run's dataset (if there are any)
24print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
25for item in client.dataset(run.default_dataset_id).iterate_items():
26    print(item)
27
28# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Meta Ad Library Scraper API in Python

The Apify API client for Python is the official library that allows you to use Meta Ad Library Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Meta Ad Library Scraper API in JavaScript

Meta Ad Library Scraper API through CLI

Meta Ad Library Scraper OpenAPI definition

Meta Ad Library Scraper API

Meta (Facebook) Ad Library Scraper - Fast & Reliable

whoareyouanas/meta-ad-scraper

Scrape Meta ads in seconds - no fluff, just instant access to the ad data and insights you need. Get detailed ad information including title, description, images, videos, CTA, Social platform and metadata

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Meta (Facebook) Ad Library Scraper - Efficient & Fast

automly/facebook-ad-library-scraper

Scrape the Meta Ad Library for Facebook and Instagram ads. Extract ad copy, images, videos, spend, impressions, and advertiser transparency data. No account or API key required.

Automly

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Meta Ad Library Scraper - Facebook Ads, Days Running & Changes

webdatalabs/meta-ad-library-scraper

Scrape Meta Ad Library by keyword and get what other scrapers skip: exact days each ad has been running, AFINN sentiment on the copy, advertiser Page likes, per-carousel-card creatives, and a new-vs-changed flag across scheduled runs. Facebook, Instagram, Messenger, Threads. 249 countries.

WebDataLabs

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Meta Ad Library Scraper — Facebook & Instagram Ads API No Login

affiliatescope/meta-ads-scraper

Bulk Meta Ad Library scraper — every Facebook & Instagram ad, creative, landing URL. $0.0015/ad. No login, no Graph API approval. Raw JSON passthrough. Perfect for creative and competitor research.

AffiliateScope

171

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Meta Ad Library Scraper — Ad Creatives, Spend & Targeting

khadinakbar/meta-ad-library-scraper

Extract Facebook & Instagram ad creatives, spend ranges, impressions, targeting data, and landing pages from Meta Ad Library $5.00/1K. MCP/API-ready.

Khadin Akbar

Meta Ad Library Scraper - Facebook Ad Spy, No Login

buff_pineapple/meta-ad-library-scraper

Scrape Facebook & Instagram ads from the Meta Ad Library — no login, no API key. Get ad creatives (HD/SD video + images), copy, CTAs, landing pages, advertiser details & political ad spend, across all countries and filters. Pay per ad, no monthly fee.

yossef Nagy

Meta Ad Library Scraper

ivanvs/meta-ad-library-scraper

Extract details about ads from Meta Ad Library. Scrape ad details like when it was run, ad platfor, advertiser and content of ad. Download ad data in JSON, XML, Excel format.

Gen First

Meta Facebook Ad Library Scraper

code-node-tools/facebook-ad-library-scraper

Meta Facebook Ads Library scraper for keyword, Page, or URL search. Extract ad creatives, advertiser info, spend, and reach as JSON/CSV, no login needed. Also works as a Meta Ads Library scraper and Facebook Ad Library scraping API via Apify.

CodeNodeTools

Meta Ad Library Ads Scraper

adside/meta-ad-library-ads-scraper

Scrape active Meta Ad Library ads by Facebook page ID. Get ad creatives, copy, media, CTAs, landing URLs, dates & platforms for competitor research.

Adside

Meta Ad Library Scraper - Facebook & Instagram Ads

santhej/meta-ads-library-scraper

Scrape the Meta (Facebook & Instagram) Ad Library by keyword or advertiser. Get ad creatives, copy, CTA, run dates, days-running (winning-ad signal), platforms and landing links. No login.

Santhej Kallada

Facebook & Meta Ad Library Scraper

refined_numbers/meta-ad-library-scraper

Scrape ads from the Facebook/Meta Ad Library by keyword, country, ad type, media type, or by Ad Library URL - Plus EU reach and demographics that other scrapers miss.